Arabic_FineTuningAraBERT_AugV5_k20_task3_organization_fold0

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.9518
• Qwk: 0.1987
• Mse: 0.9518
• Rmse: 0.9756

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0202	2	4.6526	-0.0034	4.6526	2.1570
No log	0.0404	4	2.7591	-0.0722	2.7591	1.6610
No log	0.0606	6	2.0539	0.0	2.0539	1.4331
No log	0.0808	8	1.4661	0.0	1.4661	1.2108
No log	0.1010	10	1.2663	-0.0087	1.2663	1.1253
No log	0.1212	12	1.0946	0.0610	1.0946	1.0462
No log	0.1414	14	1.1664	-0.0565	1.1664	1.0800
No log	0.1616	16	1.2983	-0.1379	1.2983	1.1394
No log	0.1818	18	1.4576	-0.1204	1.4576	1.2073
No log	0.2020	20	1.3006	-0.1579	1.3006	1.1404
No log	0.2222	22	1.2909	-0.0296	1.2909	1.1362
No log	0.2424	24	1.3276	-0.1204	1.3276	1.1522
No log	0.2626	26	1.7499	0.0	1.7499	1.3228
No log	0.2828	28	2.0100	0.0	2.0100	1.4178
No log	0.3030	30	1.6476	0.0	1.6476	1.2836
No log	0.3232	32	1.0629	0.0	1.0629	1.0310
No log	0.3434	34	0.9430	0.0	0.9430	0.9711
No log	0.3636	36	1.1489	-0.2073	1.1489	1.0718
No log	0.3838	38	1.3328	0.0833	1.3328	1.1545
No log	0.4040	40	1.6896	0.0	1.6896	1.2998
No log	0.4242	42	1.9170	0.0	1.9170	1.3845
No log	0.4444	44	1.6669	0.0	1.6669	1.2911
No log	0.4646	46	1.6141	0.0	1.6141	1.2705
No log	0.4848	48	2.0316	0.0	2.0316	1.4253
No log	0.5051	50	1.7168	0.0	1.7168	1.3102
No log	0.5253	52	1.3197	-0.0087	1.3197	1.1488
No log	0.5455	54	1.1897	-0.0185	1.1897	1.0908
No log	0.5657	56	1.2664	-0.0087	1.2664	1.1253
No log	0.5859	58	1.3157	-0.0087	1.3157	1.1470
No log	0.6061	60	1.3946	0.0	1.3946	1.1809
No log	0.6263	62	1.6207	0.0	1.6207	1.2731
No log	0.6465	64	1.6594	0.0	1.6594	1.2882
No log	0.6667	66	1.6041	0.0	1.6041	1.2665
No log	0.6869	68	1.4446	0.0	1.4446	1.2019
No log	0.7071	70	1.2474	0.0873	1.2474	1.1169
No log	0.7273	72	1.0867	-0.0927	1.0867	1.0425
No log	0.7475	74	1.1978	0.0737	1.1978	1.0944
No log	0.7677	76	1.1383	0.0610	1.1383	1.0669
No log	0.7879	78	1.1199	0.0610	1.1199	1.0582
No log	0.8081	80	1.1664	0.0788	1.1664	1.0800
No log	0.8283	82	1.4168	-0.0087	1.4168	1.1903
No log	0.8485	84	1.7631	0.0	1.7631	1.3278
No log	0.8687	86	1.9420	0.0	1.9420	1.3935
No log	0.8889	88	1.6878	-0.0087	1.6878	1.2992
No log	0.9091	90	1.1111	0.0737	1.1111	1.0541
No log	0.9293	92	0.7490	0.0	0.7490	0.8655
No log	0.9495	94	0.7523	0.0	0.7523	0.8674
No log	0.9697	96	0.8939	0.384	0.8939	0.9455
No log	0.9899	98	1.2505	0.0833	1.2505	1.1183
No log	1.0101	100	1.4339	-0.0087	1.4339	1.1975
No log	1.0303	102	1.5430	-0.0087	1.5430	1.2422
No log	1.0505	104	1.3831	0.0833	1.3831	1.1760
No log	1.0707	106	1.0113	-0.0927	1.0113	1.0056
No log	1.0909	108	0.8329	0.384	0.8329	0.9126
No log	1.1111	110	0.8490	0.2143	0.8490	0.9214
No log	1.1313	112	0.9445	0.2029	0.9445	0.9718
No log	1.1515	114	1.2364	0.0788	1.2364	1.1119
No log	1.1717	116	1.3630	0.0833	1.3630	1.1675
No log	1.1919	118	1.4137	0.0833	1.4137	1.1890
No log	1.2121	120	1.4581	0.0833	1.4581	1.2075
No log	1.2323	122	1.1877	0.0788	1.1877	1.0898
No log	1.2525	124	0.9243	0.0435	0.9243	0.9614
No log	1.2727	126	0.8489	0.2143	0.8489	0.9214
No log	1.2929	128	0.8532	0.384	0.8532	0.9237
No log	1.3131	130	1.0019	0.0435	1.0019	1.0009
No log	1.3333	132	0.9882	0.0435	0.9882	0.9941
No log	1.3535	134	0.9380	0.0435	0.9380	0.9685
No log	1.3737	136	0.9155	0.0435	0.9155	0.9568
No log	1.3939	138	0.8986	0.384	0.8986	0.9479
No log	1.4141	140	0.9368	0.0435	0.9368	0.9679
No log	1.4343	142	1.0774	-0.0732	1.0774	1.0380
No log	1.4545	144	1.2654	0.0737	1.2654	1.1249
No log	1.4747	146	1.2350	0.0737	1.2350	1.1113
No log	1.4949	148	0.9842	0.0435	0.9842	0.9921
No log	1.5152	150	0.8831	0.384	0.8831	0.9397
No log	1.5354	152	0.8988	0.384	0.8988	0.9481
No log	1.5556	154	0.9459	0.384	0.9459	0.9726
No log	1.5758	156	0.9607	0.1987	0.9607	0.9802
No log	1.5960	158	1.1195	0.0435	1.1195	1.0581
No log	1.6162	160	1.3280	0.0435	1.3280	1.1524
No log	1.6364	162	1.2664	0.1987	1.2664	1.1253
No log	1.6566	164	1.2449	-0.0732	1.2449	1.1157
No log	1.6768	166	1.1367	0.0435	1.1367	1.0661
No log	1.6970	168	1.0158	0.0435	1.0158	1.0079
No log	1.7172	170	1.0182	0.0435	1.0182	1.0091
No log	1.7374	172	1.1649	0.0435	1.1649	1.0793
No log	1.7576	174	1.1151	0.0435	1.1151	1.0560
No log	1.7778	176	0.8819	0.5075	0.8819	0.9391
No log	1.7980	178	0.8527	0.3636	0.8527	0.9234
No log	1.8182	180	0.8497	0.5075	0.8497	0.9218
No log	1.8384	182	0.8870	0.1538	0.8870	0.9418
No log	1.8586	184	0.8319	0.4615	0.8319	0.9121
No log	1.8788	186	0.7856	0.4615	0.7856	0.8864
No log	1.8990	188	0.7520	0.5075	0.7520	0.8672
No log	1.9192	190	0.7200	0.5075	0.7200	0.8485
No log	1.9394	192	0.6791	0.5075	0.6791	0.8241
No log	1.9596	194	0.6859	0.5075	0.6859	0.8282
No log	1.9798	196	0.6420	0.5075	0.6420	0.8012
No log	2.0	198	0.6148	0.5075	0.6148	0.7841
No log	2.0202	200	0.6374	0.5075	0.6374	0.7984
No log	2.0404	202	0.5905	0.5075	0.5905	0.7685
No log	2.0606	204	0.6100	0.3231	0.6100	0.7810
No log	2.0808	206	0.5855	0.3636	0.5855	0.7652
No log	2.1010	208	0.6067	0.384	0.6067	0.7789
No log	2.1212	210	0.6539	0.384	0.6539	0.8087
No log	2.1414	212	0.6310	0.3231	0.6310	0.7944
No log	2.1616	214	0.8593	-0.2222	0.8593	0.9270
No log	2.1818	216	0.8253	-0.0185	0.8253	0.9084
No log	2.2020	218	0.6836	0.2143	0.6836	0.8268
No log	2.2222	220	1.1906	0.0788	1.1906	1.0912
No log	2.2424	222	1.8905	0.2344	1.8905	1.3749
No log	2.2626	224	1.7365	0.2344	1.7365	1.3178
No log	2.2828	226	1.1391	0.0788	1.1391	1.0673
No log	2.3030	228	0.7826	0.384	0.7826	0.8847
No log	2.3232	230	0.7477	0.0	0.7477	0.8647
No log	2.3434	232	0.7923	0.384	0.7923	0.8901
No log	2.3636	234	0.7817	0.384	0.7817	0.8842
No log	2.3838	236	0.8681	0.2029	0.8681	0.9317
No log	2.4040	238	0.7886	0.384	0.7886	0.8881
No log	2.4242	240	0.7134	0.1270	0.7134	0.8446
No log	2.4444	242	0.7032	0.1270	0.7032	0.8386
No log	2.4646	244	0.7132	0.1270	0.7132	0.8445
No log	2.4848	246	0.6869	0.4211	0.6869	0.8288
No log	2.5051	248	0.7723	0.2949	0.7723	0.8788
No log	2.5253	250	0.7573	0.1769	0.7573	0.8703
No log	2.5455	252	0.6902	0.4615	0.6902	0.8308
No log	2.5657	254	0.7689	0.1270	0.7689	0.8769
No log	2.5859	256	0.7299	0.1270	0.7299	0.8543
No log	2.6061	258	0.7886	0.2029	0.7886	0.8880
No log	2.6263	260	0.9831	0.1987	0.9831	0.9915
No log	2.6465	262	1.1918	-0.0421	1.1918	1.0917
No log	2.6667	264	0.9125	0.1987	0.9125	0.9553
No log	2.6869	266	0.7091	0.384	0.7091	0.8421
No log	2.7071	268	0.6956	0.1270	0.6956	0.8340
No log	2.7273	270	0.6873	0.3231	0.6873	0.8290
No log	2.7475	272	0.7966	0.5075	0.7966	0.8925
No log	2.7677	274	1.1146	-0.0421	1.1146	1.0557
No log	2.7879	276	0.9790	0.1987	0.9790	0.9894
No log	2.8081	278	0.6960	0.384	0.6960	0.8343
No log	2.8283	280	0.6773	0.0	0.6773	0.8230
No log	2.8485	282	0.6872	0.0	0.6872	0.8290
No log	2.8687	284	0.6513	0.0	0.6513	0.8071
No log	2.8889	286	0.7678	0.384	0.7678	0.8763
No log	2.9091	288	0.8712	0.3444	0.8712	0.9334
No log	2.9293	290	0.6873	0.384	0.6873	0.8291
No log	2.9495	292	0.6442	0.0	0.6442	0.8026
No log	2.9697	294	0.7407	0.1538	0.7407	0.8606
No log	2.9899	296	0.7156	0.1852	0.7156	0.8460
No log	3.0101	298	0.6347	0.0	0.6347	0.7967
No log	3.0303	300	0.6004	0.384	0.6004	0.7748
No log	3.0505	302	0.6003	0.384	0.6003	0.7748
No log	3.0707	304	0.6332	0.384	0.6332	0.7957
No log	3.0909	306	0.5999	0.2143	0.5999	0.7745
No log	3.1111	308	0.6406	-0.0185	0.6406	0.8004
No log	3.1313	310	0.7295	0.1270	0.7295	0.8541
No log	3.1515	312	0.7011	0.1538	0.7011	0.8373
No log	3.1717	314	0.6232	0.1818	0.6232	0.7894
No log	3.1919	316	0.6172	0.3433	0.6172	0.7856
No log	3.2121	318	0.6205	0.3433	0.6205	0.7877
No log	3.2323	320	0.6281	0.3433	0.6281	0.7925
No log	3.2525	322	0.6564	0.384	0.6564	0.8102
No log	3.2727	324	0.6655	0.2143	0.6655	0.8158
No log	3.2929	326	0.6782	0.0	0.6782	0.8235
No log	3.3131	328	0.6804	0.0	0.6804	0.8249
No log	3.3333	330	0.6952	0.2143	0.6952	0.8338
No log	3.3535	332	0.8226	0.2029	0.8226	0.9070
No log	3.3737	334	0.8431	0.1987	0.8431	0.9182
No log	3.3939	336	0.6922	0.384	0.6922	0.8320
No log	3.4141	338	0.7109	0.1270	0.7109	0.8431
No log	3.4343	340	0.7595	0.1270	0.7595	0.8715
No log	3.4545	342	0.7124	0.1270	0.7124	0.8440
No log	3.4747	344	0.7997	0.384	0.7997	0.8942
No log	3.4949	346	1.0784	0.1921	1.0784	1.0385
No log	3.5152	348	1.0930	0.1921	1.0930	1.0455
No log	3.5354	350	0.9029	0.1987	0.9029	0.9502
No log	3.5556	352	0.8295	0.384	0.8295	0.9108
No log	3.5758	354	0.8338	0.384	0.8338	0.9131
No log	3.5960	356	0.8585	0.384	0.8585	0.9265
No log	3.6162	358	0.9370	0.1951	0.9370	0.9680
No log	3.6364	360	0.9141	0.2747	0.9141	0.9561
No log	3.6566	362	0.8511	0.4211	0.8511	0.9226
No log	3.6768	364	0.8672	0.4000	0.8672	0.9312
No log	3.6970	366	0.9334	0.2840	0.9334	0.9661
No log	3.7172	368	0.9953	0.2747	0.9953	0.9976
No log	3.7374	370	0.9750	0.1734	0.9750	0.9874
No log	3.7576	372	0.8934	0.1750	0.8934	0.9452
No log	3.7778	374	0.8191	0.3433	0.8191	0.9050
No log	3.7980	376	0.7768	0.384	0.7768	0.8814
No log	3.8182	378	0.8431	0.384	0.8431	0.9182
No log	3.8384	380	1.0740	-0.0565	1.0740	1.0363
No log	3.8586	382	1.3304	0.0788	1.3304	1.1534
No log	3.8788	384	1.2628	0.0788	1.2628	1.1237
No log	3.8990	386	0.9786	0.1951	0.9786	0.9892
No log	3.9192	388	0.8249	0.2029	0.8249	0.9082
No log	3.9394	390	0.7578	0.0320	0.7578	0.8705
No log	3.9596	392	0.7596	0.0320	0.7596	0.8716
No log	3.9798	394	0.7666	0.0320	0.7666	0.8755
No log	4.0	396	0.8368	0.2029	0.8368	0.9148
No log	4.0202	398	0.9290	0.1987	0.9290	0.9639
No log	4.0404	400	0.8786	0.1987	0.8786	0.9374
No log	4.0606	402	0.7645	0.0320	0.7645	0.8744
No log	4.0808	404	0.7536	0.0	0.7536	0.8681
No log	4.1010	406	0.7712	0.0320	0.7712	0.8782
No log	4.1212	408	0.9349	0.1987	0.9349	0.9669
No log	4.1414	410	1.2310	0.1921	1.2310	1.1095
No log	4.1616	412	1.2531	-0.0421	1.2531	1.1194
No log	4.1818	414	1.0973	0.1921	1.0973	1.0475
No log	4.2020	416	0.8580	0.0320	0.8580	0.9263
No log	4.2222	418	0.7965	0.1538	0.7965	0.8924
No log	4.2424	420	0.8042	0.1538	0.8042	0.8968
No log	4.2626	422	0.8183	0.1538	0.8183	0.9046
No log	4.2828	424	0.8488	0.0320	0.8488	0.9213
No log	4.3030	426	0.9763	0.1921	0.9763	0.9881
No log	4.3232	428	1.0226	0.1921	1.0226	1.0112
No log	4.3434	430	0.9847	0.1921	0.9847	0.9923
No log	4.3636	432	0.8696	0.0320	0.8696	0.9325
No log	4.3838	434	0.8647	0.0320	0.8647	0.9299
No log	4.4040	436	0.8952	0.0320	0.8952	0.9461
No log	4.4242	438	0.8750	0.0320	0.8750	0.9354
No log	4.4444	440	0.8135	0.0	0.8135	0.9020
No log	4.4646	442	0.8037	0.0	0.8037	0.8965
No log	4.4848	444	0.8395	0.0320	0.8395	0.9163
No log	4.5051	446	0.9364	0.2029	0.9364	0.9677
No log	4.5253	448	0.9262	0.2029	0.9262	0.9624
No log	4.5455	450	0.8185	0.0320	0.8185	0.9047
No log	4.5657	452	0.7780	0.0	0.7780	0.8820
No log	4.5859	454	0.7793	0.0	0.7793	0.8828
No log	4.6061	456	0.8350	0.2029	0.8350	0.9138
No log	4.6263	458	0.9371	0.1987	0.9371	0.9681
No log	4.6465	460	0.8989	0.2029	0.8989	0.9481
No log	4.6667	462	0.7672	0.2029	0.7672	0.8759
No log	4.6869	464	0.7358	0.1852	0.7358	0.8578
No log	4.7071	466	0.7294	0.1852	0.7294	0.8540
No log	4.7273	468	0.7245	0.384	0.7245	0.8512
No log	4.7475	470	0.7245	0.384	0.7245	0.8512
No log	4.7677	472	0.7235	0.2029	0.7235	0.8506
No log	4.7879	474	0.6957	0.3636	0.6957	0.8341
No log	4.8081	476	0.7275	0.1270	0.7275	0.8529
No log	4.8283	478	0.7382	0.1270	0.7382	0.8592
No log	4.8485	480	0.6924	0.1270	0.6924	0.8321
No log	4.8687	482	0.6771	0.5075	0.6771	0.8228
No log	4.8889	484	0.6992	0.384	0.6992	0.8362
No log	4.9091	486	0.6943	0.384	0.6943	0.8333
No log	4.9293	488	0.6724	0.5075	0.6724	0.8200
No log	4.9495	490	0.6705	0.5075	0.6705	0.8188
No log	4.9697	492	0.6826	0.384	0.6826	0.8262
No log	4.9899	494	0.6784	0.5075	0.6784	0.8237
No log	5.0101	496	0.6806	0.5075	0.6806	0.8250
No log	5.0303	498	0.6776	0.4211	0.6776	0.8232
0.4617	5.0505	500	0.6905	0.1270	0.6905	0.8309
0.4617	5.0707	502	0.6892	0.4615	0.6892	0.8302
0.4617	5.0909	504	0.7388	0.384	0.7388	0.8595
0.4617	5.1111	506	0.7651	0.2029	0.7651	0.8747
0.4617	5.1313	508	0.7350	0.384	0.7350	0.8573
0.4617	5.1515	510	0.7106	0.384	0.7106	0.8430
0.4617	5.1717	512	0.7218	0.384	0.7218	0.8496
0.4617	5.1919	514	0.7384	0.384	0.7384	0.8593
0.4617	5.2121	516	0.7398	0.2143	0.7398	0.8601
0.4617	5.2323	518	0.7824	0.384	0.7824	0.8845
0.4617	5.2525	520	0.8221	0.2029	0.8221	0.9067
0.4617	5.2727	522	0.7909	0.384	0.7909	0.8893
0.4617	5.2929	524	0.7673	0.384	0.7673	0.8759
0.4617	5.3131	526	0.7445	0.2143	0.7445	0.8628
0.4617	5.3333	528	0.7453	0.2143	0.7453	0.8633
0.4617	5.3535	530	0.7578	0.384	0.7578	0.8705
0.4617	5.3737	532	0.7849	0.2029	0.7849	0.8859
0.4617	5.3939	534	0.7659	0.384	0.7659	0.8752
0.4617	5.4141	536	0.7437	0.3433	0.7437	0.8624
0.4617	5.4343	538	0.7375	0.2878	0.7375	0.8588
0.4617	5.4545	540	0.7432	0.4211	0.7432	0.8621
0.4617	5.4747	542	0.7894	0.2029	0.7894	0.8885
0.4617	5.4949	544	0.9132	0.2029	0.9132	0.9556
0.4617	5.5152	546	0.9850	0.1951	0.9850	0.9925
0.4617	5.5354	548	0.9236	0.2029	0.9236	0.9611
0.4617	5.5556	550	0.8349	0.384	0.8349	0.9137
0.4617	5.5758	552	0.7635	0.0	0.7635	0.8738
0.4617	5.5960	554	0.7528	0.0	0.7528	0.8677
0.4617	5.6162	556	0.7691	0.0	0.7691	0.8770
0.4617	5.6364	558	0.8116	0.384	0.8116	0.9009
0.4617	5.6566	560	0.8908	0.2029	0.8908	0.9438
0.4617	5.6768	562	0.9508	0.1987	0.9508	0.9751
0.4617	5.6970	564	1.0473	0.1921	1.0473	1.0234
0.4617	5.7172	566	1.0473	0.1921	1.0473	1.0234
0.4617	5.7374	568	0.9289	0.1987	0.9289	0.9638
0.4617	5.7576	570	0.8104	0.3433	0.8104	0.9002
0.4617	5.7778	572	0.7963	0.3433	0.7963	0.8924
0.4617	5.7980	574	0.8428	0.2029	0.8428	0.9180
0.4617	5.8182	576	0.8713	0.2029	0.8713	0.9334
0.4617	5.8384	578	0.8590	0.2029	0.8590	0.9268
0.4617	5.8586	580	0.8821	0.2029	0.8821	0.9392
0.4617	5.8788	582	0.8557	0.2029	0.8557	0.9251
0.4617	5.8990	584	0.8626	0.2029	0.8626	0.9288
0.4617	5.9192	586	0.8270	0.2029	0.8270	0.9094
0.4617	5.9394	588	0.8479	0.2029	0.8479	0.9208
0.4617	5.9596	590	0.8319	0.2029	0.8319	0.9121
0.4617	5.9798	592	0.8631	0.2029	0.8631	0.9291
0.4617	6.0	594	0.9320	0.1987	0.9320	0.9654
0.4617	6.0202	596	0.9303	0.1951	0.9303	0.9645
0.4617	6.0404	598	0.8493	0.2029	0.8493	0.9216
0.4617	6.0606	600	0.8000	0.3265	0.8000	0.8944
0.4617	6.0808	602	0.7864	0.5075	0.7864	0.8868
0.4617	6.1010	604	0.8066	0.2029	0.8066	0.8981
0.4617	6.1212	606	0.8411	0.2029	0.8411	0.9171
0.4617	6.1414	608	0.7934	0.2029	0.7934	0.8907
0.4617	6.1616	610	0.7829	0.384	0.7829	0.8848
0.4617	6.1818	612	0.7933	0.384	0.7933	0.8907
0.4617	6.2020	614	0.8320	0.2029	0.8320	0.9122
0.4617	6.2222	616	0.8289	0.2029	0.8289	0.9104
0.4617	6.2424	618	0.8067	0.2029	0.8067	0.8982
0.4617	6.2626	620	0.8523	0.1987	0.8523	0.9232
0.4617	6.2828	622	0.8392	0.2029	0.8392	0.9161
0.4617	6.3030	624	0.8004	0.2029	0.8004	0.8946
0.4617	6.3232	626	0.7944	0.384	0.7944	0.8913
0.4617	6.3434	628	0.8116	0.2029	0.8116	0.9009
0.4617	6.3636	630	0.8725	0.2029	0.8725	0.9341
0.4617	6.3838	632	0.9278	0.1951	0.9278	0.9632
0.4617	6.4040	634	0.8919	0.1987	0.8919	0.9444
0.4617	6.4242	636	0.8090	0.2029	0.8090	0.8994
0.4617	6.4444	638	0.7393	0.384	0.7393	0.8598
0.4617	6.4646	640	0.7157	0.3636	0.7157	0.8460
0.4617	6.4848	642	0.7261	0.384	0.7261	0.8521
0.4617	6.5051	644	0.7503	0.2029	0.7503	0.8662
0.4617	6.5253	646	0.8019	0.2029	0.8019	0.8955
0.4617	6.5455	648	0.8140	0.2029	0.8140	0.9022
0.4617	6.5657	650	0.8252	0.2029	0.8252	0.9084
0.4617	6.5859	652	0.8389	0.2029	0.8389	0.9159
0.4617	6.6061	654	0.8216	0.2029	0.8216	0.9064
0.4617	6.6263	656	0.7953	0.2029	0.7953	0.8918
0.4617	6.6465	658	0.7717	0.2029	0.7717	0.8784
0.4617	6.6667	660	0.7857	0.2029	0.7857	0.8864
0.4617	6.6869	662	0.8221	0.2029	0.8221	0.9067
0.4617	6.7071	664	0.9082	0.1987	0.9082	0.9530
0.4617	6.7273	666	0.9232	0.1987	0.9232	0.9608
0.4617	6.7475	668	0.8499	0.2029	0.8499	0.9219
0.4617	6.7677	670	0.7994	0.2029	0.7994	0.8941
0.4617	6.7879	672	0.7864	0.2029	0.7864	0.8868
0.4617	6.8081	674	0.8177	0.2029	0.8177	0.9043
0.4617	6.8283	676	0.8775	0.2029	0.8775	0.9368
0.4617	6.8485	678	0.8881	0.1987	0.8881	0.9424
0.4617	6.8687	680	0.8717	0.2029	0.8717	0.9336
0.4617	6.8889	682	0.8423	0.2029	0.8423	0.9178
0.4617	6.9091	684	0.8006	0.2029	0.8006	0.8948
0.4617	6.9293	686	0.7739	0.2029	0.7739	0.8797
0.4617	6.9495	688	0.7809	0.2029	0.7809	0.8837
0.4617	6.9697	690	0.7957	0.2029	0.7957	0.8920
0.4617	6.9899	692	0.8261	0.2029	0.8261	0.9089
0.4617	7.0101	694	0.8116	0.2029	0.8116	0.9009
0.4617	7.0303	696	0.8180	0.2029	0.8180	0.9044
0.4617	7.0505	698	0.8426	0.2029	0.8426	0.9179
0.4617	7.0707	700	0.8360	0.2029	0.8360	0.9143
0.4617	7.0909	702	0.8294	0.2029	0.8294	0.9107
0.4617	7.1111	704	0.8248	0.2029	0.8248	0.9082
0.4617	7.1313	706	0.8245	0.2029	0.8245	0.9080
0.4617	7.1515	708	0.8240	0.2029	0.8240	0.9077
0.4617	7.1717	710	0.8072	0.2029	0.8072	0.8985
0.4617	7.1919	712	0.7901	0.2029	0.7901	0.8889
0.4617	7.2121	714	0.8020	0.2029	0.8020	0.8956
0.4617	7.2323	716	0.8012	0.2029	0.8012	0.8951
0.4617	7.2525	718	0.8052	0.2029	0.8052	0.8973
0.4617	7.2727	720	0.8222	0.2029	0.8222	0.9068
0.4617	7.2929	722	0.8313	0.2029	0.8313	0.9118
0.4617	7.3131	724	0.8335	0.2029	0.8335	0.9130
0.4617	7.3333	726	0.8679	0.1987	0.8679	0.9316
0.4617	7.3535	728	0.8829	0.1987	0.8829	0.9396
0.4617	7.3737	730	0.8676	0.1987	0.8676	0.9315
0.4617	7.3939	732	0.8309	0.2029	0.8309	0.9116
0.4617	7.4141	734	0.8300	0.2029	0.8300	0.9110
0.4617	7.4343	736	0.8564	0.2029	0.8564	0.9254
0.4617	7.4545	738	0.8798	0.1987	0.8798	0.9380
0.4617	7.4747	740	0.8667	0.1987	0.8667	0.9310
0.4617	7.4949	742	0.8735	0.1987	0.8735	0.9346
0.4617	7.5152	744	0.9050	0.1987	0.9050	0.9513
0.4617	7.5354	746	0.9377	0.1951	0.9377	0.9684
0.4617	7.5556	748	0.9645	0.1951	0.9645	0.9821
0.4617	7.5758	750	0.9683	0.1951	0.9683	0.9840
0.4617	7.5960	752	0.9486	0.1951	0.9486	0.9739
0.4617	7.6162	754	0.9288	0.1987	0.9288	0.9637
0.4617	7.6364	756	0.9244	0.1987	0.9244	0.9614
0.4617	7.6566	758	0.8921	0.1987	0.8921	0.9445
0.4617	7.6768	760	0.8422	0.1987	0.8422	0.9177
0.4617	7.6970	762	0.8131	0.2029	0.8131	0.9017
0.4617	7.7172	764	0.7830	0.2029	0.7830	0.8849
0.4617	7.7374	766	0.7726	0.2029	0.7726	0.8790
0.4617	7.7576	768	0.7794	0.2029	0.7794	0.8828
0.4617	7.7778	770	0.7964	0.2029	0.7964	0.8924
0.4617	7.7980	772	0.8388	0.2029	0.8388	0.9159
0.4617	7.8182	774	0.8916	0.1987	0.8916	0.9442
0.4617	7.8384	776	0.9113	0.1987	0.9113	0.9546
0.4617	7.8586	778	0.9078	0.1987	0.9078	0.9528
0.4617	7.8788	780	0.8704	0.1987	0.8704	0.9329
0.4617	7.8990	782	0.8164	0.2029	0.8164	0.9035
0.4617	7.9192	784	0.7926	0.2029	0.7926	0.8903
0.4617	7.9394	786	0.7926	0.2029	0.7926	0.8903
0.4617	7.9596	788	0.8297	0.2029	0.8297	0.9109
0.4617	7.9798	790	0.8586	0.1987	0.8586	0.9266
0.4617	8.0	792	0.8656	0.1987	0.8656	0.9304
0.4617	8.0202	794	0.9050	0.1987	0.9050	0.9513
0.4617	8.0404	796	0.9370	0.1987	0.9370	0.9680
0.4617	8.0606	798	0.9210	0.1987	0.9210	0.9597
0.4617	8.0808	800	0.9182	0.1987	0.9182	0.9582
0.4617	8.1010	802	0.9507	0.1987	0.9507	0.9751
0.4617	8.1212	804	0.9864	0.1987	0.9864	0.9932
0.4617	8.1414	806	0.9704	0.1987	0.9704	0.9851
0.4617	8.1616	808	0.9448	0.1987	0.9448	0.9720
0.4617	8.1818	810	0.9472	0.1987	0.9472	0.9733
0.4617	8.2020	812	0.9437	0.1987	0.9437	0.9715
0.4617	8.2222	814	0.9635	0.1987	0.9635	0.9816
0.4617	8.2424	816	0.9944	0.1987	0.9944	0.9972
0.4617	8.2626	818	0.9957	0.1987	0.9957	0.9978
0.4617	8.2828	820	0.9694	0.1987	0.9694	0.9846
0.4617	8.3030	822	0.9303	0.1987	0.9303	0.9645
0.4617	8.3232	824	0.9262	0.1987	0.9262	0.9624
0.4617	8.3434	826	0.9242	0.1987	0.9242	0.9614
0.4617	8.3636	828	0.9471	0.1987	0.9471	0.9732
0.4617	8.3838	830	0.9760	0.1987	0.9760	0.9879
0.4617	8.4040	832	0.9810	0.1987	0.9810	0.9904
0.4617	8.4242	834	0.9689	0.1987	0.9689	0.9843
0.4617	8.4444	836	0.9473	0.1987	0.9473	0.9733
0.4617	8.4646	838	0.9080	0.1987	0.9080	0.9529
0.4617	8.4848	840	0.8669	0.2029	0.8669	0.9311
0.4617	8.5051	842	0.8496	0.2029	0.8496	0.9218
0.4617	8.5253	844	0.8529	0.2029	0.8529	0.9235
0.4617	8.5455	846	0.8661	0.2029	0.8661	0.9307
0.4617	8.5657	848	0.9038	0.1987	0.9038	0.9507
0.4617	8.5859	850	0.9538	0.1987	0.9538	0.9766
0.4617	8.6061	852	0.9743	0.1987	0.9743	0.9871
0.4617	8.6263	854	0.9872	0.1987	0.9872	0.9936
0.4617	8.6465	856	0.9842	0.1987	0.9842	0.9921
0.4617	8.6667	858	0.9818	0.1987	0.9818	0.9909
0.4617	8.6869	860	0.9862	0.1987	0.9862	0.9931
0.4617	8.7071	862	0.9802	0.1987	0.9802	0.9900
0.4617	8.7273	864	0.9524	0.1987	0.9524	0.9759
0.4617	8.7475	866	0.9165	0.1987	0.9165	0.9573
0.4617	8.7677	868	0.8807	0.1987	0.8807	0.9385
0.4617	8.7879	870	0.8628	0.2029	0.8628	0.9289
0.4617	8.8081	872	0.8614	0.2029	0.8614	0.9281
0.4617	8.8283	874	0.8763	0.1987	0.8763	0.9361
0.4617	8.8485	876	0.8916	0.1987	0.8916	0.9443
0.4617	8.8687	878	0.9208	0.1987	0.9208	0.9596
0.4617	8.8889	880	0.9524	0.1987	0.9524	0.9759
0.4617	8.9091	882	0.9677	0.1987	0.9677	0.9837
0.4617	8.9293	884	0.9648	0.1987	0.9648	0.9822
0.4617	8.9495	886	0.9395	0.1987	0.9395	0.9693
0.4617	8.9697	888	0.9091	0.1987	0.9091	0.9535
0.4617	8.9899	890	0.8917	0.1987	0.8917	0.9443
0.4617	9.0101	892	0.8814	0.1987	0.8814	0.9388
0.4617	9.0303	894	0.8792	0.1987	0.8792	0.9377
0.4617	9.0505	896	0.8932	0.1987	0.8932	0.9451
0.4617	9.0707	898	0.9066	0.1987	0.9066	0.9521
0.4617	9.0909	900	0.9217	0.1987	0.9217	0.9601
0.4617	9.1111	902	0.9465	0.1987	0.9465	0.9729
0.4617	9.1313	904	0.9535	0.1987	0.9535	0.9765
0.4617	9.1515	906	0.9453	0.1987	0.9453	0.9722
0.4617	9.1717	908	0.9238	0.1987	0.9238	0.9611
0.4617	9.1919	910	0.9144	0.1987	0.9144	0.9563
0.4617	9.2121	912	0.9007	0.1987	0.9007	0.9490
0.4617	9.2323	914	0.8845	0.1987	0.8845	0.9405
0.4617	9.2525	916	0.8656	0.1987	0.8656	0.9304
0.4617	9.2727	918	0.8505	0.2029	0.8505	0.9222
0.4617	9.2929	920	0.8442	0.2029	0.8442	0.9188
0.4617	9.3131	922	0.8490	0.2029	0.8490	0.9214
0.4617	9.3333	924	0.8608	0.1987	0.8608	0.9278
0.4617	9.3535	926	0.8727	0.1987	0.8727	0.9342
0.4617	9.3737	928	0.8807	0.1987	0.8807	0.9384
0.4617	9.3939	930	0.8794	0.1987	0.8794	0.9378
0.4617	9.4141	932	0.8861	0.1987	0.8861	0.9413
0.4617	9.4343	934	0.8906	0.1987	0.8906	0.9437
0.4617	9.4545	936	0.8978	0.1987	0.8978	0.9475
0.4617	9.4747	938	0.9052	0.1987	0.9052	0.9514
0.4617	9.4949	940	0.9149	0.1987	0.9149	0.9565
0.4617	9.5152	942	0.9178	0.1987	0.9178	0.9580
0.4617	9.5354	944	0.9246	0.1987	0.9246	0.9616
0.4617	9.5556	946	0.9233	0.1987	0.9233	0.9609
0.4617	9.5758	948	0.9202	0.1987	0.9202	0.9593
0.4617	9.5960	950	0.9129	0.1987	0.9129	0.9555
0.4617	9.6162	952	0.9008	0.1987	0.9008	0.9491
0.4617	9.6364	954	0.8922	0.1987	0.8922	0.9446
0.4617	9.6566	956	0.8856	0.1987	0.8856	0.9411
0.4617	9.6768	958	0.8848	0.1987	0.8848	0.9406
0.4617	9.6970	960	0.8857	0.1987	0.8857	0.9411
0.4617	9.7172	962	0.8871	0.1987	0.8871	0.9419
0.4617	9.7374	964	0.8914	0.1987	0.8914	0.9441
0.4617	9.7576	966	0.8958	0.1987	0.8958	0.9465
0.4617	9.7778	968	0.9012	0.1987	0.9012	0.9493
0.4617	9.7980	970	0.9089	0.1987	0.9089	0.9533
0.4617	9.8182	972	0.9175	0.1987	0.9175	0.9579
0.4617	9.8384	974	0.9259	0.1987	0.9259	0.9623
0.4617	9.8586	976	0.9343	0.1987	0.9343	0.9666
0.4617	9.8788	978	0.9425	0.1987	0.9425	0.9708
0.4617	9.8990	980	0.9473	0.1987	0.9473	0.9733
0.4617	9.9192	982	0.9501	0.1987	0.9501	0.9747
0.4617	9.9394	984	0.9522	0.1987	0.9522	0.9758
0.4617	9.9596	986	0.9525	0.1987	0.9525	0.9760
0.4617	9.9798	988	0.9520	0.1987	0.9520	0.9757
0.4617	10.0	990	0.9518	0.1987	0.9518	0.9756

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1